{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "402173eb-3b9d-4f7f-b4e2-fa74d0116ea1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "模拟 ERP 数据生成成功，总行数： 1200\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from faker import Faker\n",
    "from datetime import datetime, timedelta\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# ==== 解决中文显示和负号问题 ====\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei', 'SimSun']  # 按顺序尝试这些字体\n",
    "plt.rcParams['axes.unicode_minus'] = False  # 避免坐标轴负号显示为方块\n",
    "\n",
    "\n",
    "fake = Faker(\"zh_CN\")\n",
    "\n",
    "# ============================================================\n",
    "# 1. 生成 1000+ 模拟 ERP 数据（满足 Schema）\n",
    "# ============================================================\n",
    "\n",
    "def generate_erp_orders(n_rows=1200):\n",
    "    rows = []\n",
    "    base_start = datetime(2021, 1, 1)\n",
    "    base_end = datetime(2021, 12, 31)\n",
    "\n",
    "    for _ in range(n_rows):\n",
    "        order_time = fake.date_time_between(start_date=base_start, end_date=base_end)\n",
    "\n",
    "        payment_date = order_time + timedelta(minutes=random.randint(5, 600))\n",
    "        shipping_date = payment_date + timedelta(hours=random.randint(2, 168))\n",
    "\n",
    "        quantity = random.randint(1, 5)\n",
    "        unit_price = round(random.uniform(20, 600), 2)\n",
    "        product_amount = round(unit_price * quantity, 2)\n",
    "\n",
    "        refund_status = random.choice([\"未申请退款\", \"成功退款\", \"退款关闭\"])\n",
    "\n",
    "        row = {\n",
    "            \"internal_order_number\": fake.uuid4(),\n",
    "            \"online_order_number\": fake.uuid4(),\n",
    "            \"store_name\": random.choice([\"旗舰店A\", \"旗舰店B\", \"直营店C\"]),\n",
    "            \"full_channel_user_id\": fake.uuid4()[:12],\n",
    "            \"shipping_date\": shipping_date,\n",
    "            \"payment_date\": payment_date,\n",
    "            \"payable_amount\": product_amount,\n",
    "            \"paid_amount\": product_amount if refund_status == \"未申请退款\" else 0,\n",
    "            \"status\": random.choice([\"已发货\", \"已完成\", \"待发货\"]),\n",
    "            \"consignee\": fake.name(),\n",
    "            \"spu\": \"SPU-\" + str(random.randint(1000, 9999)),\n",
    "            \"order_time\": order_time,\n",
    "            \"province\": fake.province(),\n",
    "            \"city\": fake.city_name(),\n",
    "            \"platform\": random.choice([\"天猫\", \"京东\", \"拼多多\"]),\n",
    "            \"sub_order_number\": fake.uuid4(),\n",
    "            \"online_sub_order_number\": fake.uuid4(),\n",
    "            \"original_online_order_number\": fake.uuid4(),\n",
    "            \"sku\": \"SKU-\" + str(random.randint(10000, 99999)),\n",
    "            \"quantity\": quantity,\n",
    "            \"unit_price\": unit_price,\n",
    "            \"product_name\": fake.word() + \"商品\",\n",
    "            \"color_and_spec\": random.choice([\"红 色 L\", \"蓝色 M\", \"黑色 XL\"]),\n",
    "            \"product_amount\": product_amount,\n",
    "            \"original_price\": unit_price + random.randint(10, 50),\n",
    "            \"is_gift\": random.choice([\"否\", \"是\"]),\n",
    "            \"sub_order_status\": random.choice([\"正常\", \"关闭\"]),\n",
    "            \"refund_status\": refund_status,\n",
    "            \"registered_quantity\": quantity,\n",
    "            \"actual_refund_quantity\": 0 if refund_status == \"未申请退款\" else random.randint(0, quantity),\n",
    "        }\n",
    "        rows.append(row)\n",
    "\n",
    "    return pd.DataFrame(rows)\n",
    "\n",
    "df = generate_erp_orders()\n",
    "print(\"模拟 ERP 数据生成成功，总行数：\", len(df))\n",
    "\n",
    "\n",
    "# ============================================================\n",
    "# 2. 画 Excel 风格的多层环形饼图\n",
    "# ============================================================\n",
    "\n",
    "# 你的固定数据\n",
    "departments = [\"销售部\", \"采购部\", \"工程部\", \"财务部\", \"行政部\", \"人力部\"]\n",
    "values = np.array([29.2, 22.7, 17.5, 13.6, 10.3, 5.0])\n",
    "\n",
    "# 配色（与 Excel 高饱和风格一致）\n",
    "colors = [\"#f5576c\", \"#ffd166\", \"#06d6a0\", \"#118ab2\", \"#06aed5\", \"#7356f1\"]\n",
    "\n",
    "# 背景深蓝\n",
    "plt.figure(figsize=(12, 7), facecolor=\"#0A0F3C\")\n",
    "\n",
    "ax = plt.subplot(111, facecolor=\"#0A0F3C\")\n",
    "\n",
    "# ===================== 外层大饼 =====================\n",
    "wedges1, _ = ax.pie(\n",
    "    values,\n",
    "    radius=1.3,\n",
    "    colors=colors,\n",
    "    startangle=90,\n",
    "    wedgeprops=dict(width=0.55, edgecolor=\"#0A0F3C\")\n",
    ")\n",
    "\n",
    "# ===================== 内层小饼（装饰） =====================\n",
    "wedges2, _ = ax.pie(\n",
    "    values * 0.4,\n",
    "    radius=0.75,\n",
    "    colors=colors,\n",
    "    startangle=90,\n",
    "    wedgeprops=dict(width=0.35, edgecolor=\"#0A0F3C\")\n",
    ")\n",
    "\n",
    "# ===================== 标签线 =====================\n",
    "for i, w in enumerate(wedges1):\n",
    "    ang = (w.theta2 + w.theta1) / 2\n",
    "    x = np.cos(np.deg2rad(ang))\n",
    "    y = np.sin(np.deg2rad(ang))\n",
    "\n",
    "    # 连线起点（饼图外缘）\n",
    "    ax.plot([0.9 * x, 1.6 * x], [0.9 * y, 1.6 * y],\n",
    "            color=colors[i], lw=2)\n",
    "\n",
    "    # 小圆点\n",
    "    ax.scatter([1.6 * x], [1.6 * y], color=colors[i], s=40)\n",
    "\n",
    "    # 文本位置\n",
    "    ha = \"left\" if x > 0 else \"right\"\n",
    "    ax.text(1.7 * x, 1.6 * y, f\"{departments[i]} {values[i]}%\",\n",
    "            color=\"white\", fontsize=13, ha=ha, va=\"center\")\n",
    "\n",
    "# ===================== 标题 =====================\n",
    "plt.title(\"2021年各部门人数分布\", fontsize=26, color=\"white\", loc=\"left\", pad=20)\n",
    "plt.text(0, -1.55, \"* 注：本图数据来自公司人力资源系统，统计截至2022.01.01\",\n",
    "         color=\"white\", fontsize=12, ha=\"center\")\n",
    "\n",
    "# 隐藏坐标\n",
    "plt.axis(\"equal\")\n",
    "plt.axis(\"off\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "89b04f6e-2b7f-4569-b756-d3a895dabf19",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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